Numerical solution of the Boltzmann equation with S-model collision integral using tensor decompositions

نویسندگان

چکیده

The paper presents a new solver for the numerical solution of Boltzmann kinetic equation with Shakhov model collision integral (S-model) arbitrary spatial domains. method utilizes Tucker decomposition, which reduces required computer memory up to 100 times, even on moderate velocity grid. This improvement is achieved by representing distribution function values structured grid as 3D tensor in format. resulting makes it possible solve complex problems modern desktop computers. Our implementation may serve prototype code researchers concerned equations domains using discrete method. Program Title: Boltzmann-T CPC Library link program files: https://doi.org/10.17632/29wv8nmbgn.1 Developer’s repository link: https://github.com/chikitkin/Boltzmann-Tucker Licensing provisions: MIT Programming language: Python 3 External libraries: Solver based customized version tucker3d library [1] Nature problem: Numerical S-model an domain Solution method: Discrete utilizing decomposition reduction Additional comments including restrictions and unusual features: At present, 1st order advection scheme used, supports unstructured hexagonal meshes written StarCD ASCII format Reference (https://github.com/rakhuba/tucker3d) contains implementations several important procedures working tensors

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ژورنال

عنوان ژورنال: Computer Physics Communications

سال: 2021

ISSN: ['1879-2944', '0010-4655']

DOI: https://doi.org/10.1016/j.cpc.2021.107954